AIMC Topic: Thermography

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Three-Dimensional Thermal Tomography with Physics-Informed Neural Networks.

Tomography (Ann Arbor, Mich.) Nov 30, 2024
: Accurate reconstruction of internal temperature fields from surface temperature data is critical for applications such as non-invasive thermal imaging, particularly in scenarios involving small temperature gradients, like those in the human body. :...
Humans Neural Networks, Computer Phantoms, Imaging Deep Learning Imaging, Three-Dimensional Thermography
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Artificial intelligence-enhanced infrared thermography as a diagnostic tool for thyroid malignancy detection.

Annals of medicine Nov 8, 2024
INTRODUCTION: Thyroid nodules are common, and investigation is crucial for excluding malignancy. Increased intranodular vascularity is frequently observed in malignant tumors, which can be detected through increased skin surface temperatures using no...
Humans Neural Networks, Computer Infrared Rays Thermography Aged Algorithms Thyroid Gland Cross-Sectional Studies Adult Male Thyroid Neoplasms Prospective Studies Middle Aged Sensitivity and Specificity Artificial Intelligence Thyroid Nodule Female Machine Learning
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A Lightweight Method for Breast Cancer Detection Using Thermography Images with Optimized CNN Feature and Efficient Classification.

Journal of imaging informatics in medicine Oct 2, 2024
Breast cancer is a prominent cause of death among women worldwide. Infrared thermography, due to its cost-effectiveness and non-ionizing radiation, has emerged as a promising tool for early breast cancer diagnosis. This article presents a hybrid mode...
Humans Support Vector Machine Image Interpretation, Computer-Assisted Neural Networks, Computer Thermography Female Breast Neoplasms
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Predictive models for heat stress assessment in Holstein dairy heifers using infrared thermography and machine learning.

Tropical animal health and production Sep 26, 2024
Heat stress is a condition that impairs the animal's productive and reproductive performance, and can be monitored by physiological and environmental variables, including body surface temperature, through infrared thermography. The objective of this ...
Respiratory Rate Infrared Rays Thermography Animals Cattle Cattle Diseases Heat Stress Disorders Hot Temperature Dairying Machine Learning Female
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Driver drowsiness is associated with altered facial thermal patterns: Machine learning insights from a thermal imaging approach.

Physiology & behavior Jun 23, 2024
Driver drowsiness is a significant factor in road accidents. Thermal imaging has emerged as an effective tool for detecting drowsiness by enabling the analysis of facial thermal patterns. However, it is not clear which facial areas are most affected ...
Sleep Stages Body Temperature Thermography Young Adult Automobile Driving Adult Machine Learning Humans Sleepiness Male Computer Simulation Face Female
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Enhanced thyroid nodule segmentation through U-Net and VGG16 fusion with feature engineering: A comprehensive study.

Computer methods and programs in biomedicine May 3, 2024
BACKGROUND AND OBJECTIVE: The thyroid gland, a key component of the endocrine system, is pivotal in regulating bodily functions. Thermography, a non-invasive imaging technique utilizing infrared cameras, has emerged as a diagnostic tool for thyroid-r...
Artificial Intelligence Machine Learning Algorithms Thyroid Gland Thyroid Nodule Image Processing, Computer-Assisted Humans Neural Networks, Computer Thermography
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Infrared thermal images using PCSAN-Net-DBOA: An approach of breast cancer classification.

Microscopy research and technique Mar 19, 2024
This manuscript proposes thermal images using PCSAN-Net-DBOA Initially, the input images are engaged from the database for mastology research with infrared image (DMR-IR) dataset for breast cancer classification. The adaptive distorted Gaussian match...
Thermography Algorithms Female Image Processing, Computer-Assisted Breast Neoplasms Infrared Rays Humans Neural Networks, Computer
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Generative adversarial network: a statistical-based deep learning paradigm to improve detecting breast cancer in thermograms.

Medical & biological engineering & computing Dec 27, 2023
Thermography, as a harmless modality, thanks to its low equipment complexity in parallel with quick and cheap access, has been able to come up as a method with significant potential in the diagnosis of some cancers in recent years. However, the compl...
Deep Learning Image Processing, Computer-Assisted Benchmarking Neoplasms Thermography
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Thermal Time Constant CNN-Based Spectrometry for Biomedical Applications.

Sensors (Basel, Switzerland) Jul 25, 2023
This paper presents a novel method based on a convolutional neural network to recover thermal time constants from a temperature-time curve after thermal excitation. The thermal time constants are then used to detect the pathological states of the ski...
Thermography Humans Neural Networks, Computer Temperature Skin
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Measurement and Processing of Thermographic Data of Passing Persons for Epidemiological Purposes.

Sensors (Basel, Switzerland) Mar 8, 2023
Non-contact temperature measurement of persons during an epidemic is the most preferred measurement option because of the safety of personnel and minimal possibility of spreading infection. The use of infrared (IR) sensors to monitor building entranc...
Infrared Rays Thermography COVID-19 Humans Temperature Artificial Intelligence Body Temperature
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